464 lines
		
	
	
		
			20 KiB
		
	
	
	
		
			C
		
	
	
	
			
		
		
	
	
			464 lines
		
	
	
		
			20 KiB
		
	
	
	
		
			C
		
	
	
	
/*******************************************************************************
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Copyright (c) 2016, The OpenBLAS Project
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All rights reserved.
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Redistribution and use in source and binary forms, with or without
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modification, are permitted provided that the following conditions are
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met:
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1. Redistributions of source code must retain the above copyright
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notice, this list of conditions and the following disclaimer.
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2. Redistributions in binary form must reproduce the above copyright
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notice, this list of conditions and the following disclaimer in
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the documentation and/or other materials provided with the
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distribution.
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3. Neither the name of the OpenBLAS project nor the names of
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its contributors may be used to endorse or promote products
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derived from this software without specific prior written permission.
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE
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LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
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DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
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SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
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CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
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OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE
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USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*******************************************************************************/
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#include "common.h"
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#include "macros_msa.h"
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#define SGEMV_T_8x8()              \
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{                                  \
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    LD_SP2(pa0 + k, 4, t0, t1);    \
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    LD_SP2(pa1 + k, 4, t2, t3);    \
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    LD_SP2(pa2 + k, 4, t4, t5);    \
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    LD_SP2(pa3 + k, 4, t6, t7);    \
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    LD_SP2(pa4 + k, 4, t8, t9);    \
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    LD_SP2(pa5 + k, 4, t10, t11);  \
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    LD_SP2(pa6 + k, 4, t12, t13);  \
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    LD_SP2(pa7 + k, 4, t14, t15);  \
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                                   \
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    tp0 += x0 * t0;                \
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    tp0 += x1 * t1;                \
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                                   \
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    tp1 += x0 * t2;                \
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    tp1 += x1 * t3;                \
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                                   \
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    tp2 += x0 * t4;                \
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    tp2 += x1 * t5;                \
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                                   \
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    tp3 += x0 * t6;                \
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    tp3 += x1 * t7;                \
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                                   \
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    tp4 += x0 * t8;                \
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    tp4 += x1 * t9;                \
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                                   \
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    tp5 += x0 * t10;               \
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    tp5 += x1 * t11;               \
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                                   \
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    tp6 += x0 * t12;               \
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    tp6 += x1 * t13;               \
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                                   \
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    tp7 += x0 * t14;               \
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    tp7 += x1 * t15;               \
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}
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#define SGEMV_T_8x4()      \
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{                          \
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    t0  = LD_SP(pa0 + k);  \
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    t2  = LD_SP(pa1 + k);  \
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    t4  = LD_SP(pa2 + k);  \
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    t6  = LD_SP(pa3 + k);  \
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    t8  = LD_SP(pa4 + k);  \
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    t10 = LD_SP(pa5 + k);  \
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    t12 = LD_SP(pa6 + k);  \
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    t14 = LD_SP(pa7 + k);  \
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                           \
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    tp0 += x0 * t0;        \
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    tp1 += x0 * t2;        \
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    tp2 += x0 * t4;        \
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    tp3 += x0 * t6;        \
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    tp4 += x0 * t8;        \
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    tp5 += x0 * t10;       \
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    tp6 += x0 * t12;       \
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    tp7 += x0 * t14;       \
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}
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#define SGEMV_T_4x8()            \
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{                                \
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    LD_SP2(pa0 + k, 4, t0, t1);  \
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    LD_SP2(pa1 + k, 4, t2, t3);  \
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    LD_SP2(pa2 + k, 4, t4, t5);  \
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    LD_SP2(pa3 + k, 4, t6, t7);  \
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                                 \
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    tp0 += x0 * t0;              \
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    tp0 += x1 * t1;              \
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                                 \
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    tp1 += x0 * t2;              \
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    tp1 += x1 * t3;              \
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                                 \
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    tp2 += x0 * t4;              \
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    tp2 += x1 * t5;              \
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                                 \
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    tp3 += x0 * t6;              \
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    tp3 += x1 * t7;              \
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}
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#define SGEMV_T_4x4()     \
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{                         \
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    t0 = LD_SP(pa0 + k);  \
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    t2 = LD_SP(pa1 + k);  \
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    t4 = LD_SP(pa2 + k);  \
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    t6 = LD_SP(pa3 + k);  \
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                          \
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    tp0 += x0 * t0;       \
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    tp1 += x0 * t2;       \
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    tp2 += x0 * t4;       \
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    tp3 += x0 * t6;       \
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}
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#define SGEMV_T_2x8()            \
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{                                \
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    LD_SP2(pa0 + k, 4, t0, t1);  \
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    LD_SP2(pa1 + k, 4, t2, t3);  \
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                                 \
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    tp0 += x0 * t0;              \
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    tp0 += x1 * t1;              \
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                                 \
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    tp1 += x0 * t2;              \
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    tp1 += x1 * t3;              \
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}
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#define SGEMV_T_2x4()     \
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{                         \
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    t0 = LD_SP(pa0 + k);  \
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    t2 = LD_SP(pa1 + k);  \
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                          \
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    tp0 += x0 * t0;       \
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    tp1 += x0 * t2;       \
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}
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#define SLOAD_X8_GP()                                                        \
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    x0 = (v4f32) __msa_insert_w((v4i32) tp0, 0, *((int *)(x + 0 * inc_x)));  \
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    x0 = (v4f32) __msa_insert_w((v4i32) x0,  1, *((int *)(x + 1 * inc_x)));  \
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    x0 = (v4f32) __msa_insert_w((v4i32) x0,  2, *((int *)(x + 2 * inc_x)));  \
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    x0 = (v4f32) __msa_insert_w((v4i32) x0,  3, *((int *)(x + 3 * inc_x)));  \
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    x1 = (v4f32) __msa_insert_w((v4i32) tp0, 0, *((int *)(x + 4 * inc_x)));  \
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    x1 = (v4f32) __msa_insert_w((v4i32) x1,  1, *((int *)(x + 5 * inc_x)));  \
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    x1 = (v4f32) __msa_insert_w((v4i32) x1,  2, *((int *)(x + 6 * inc_x)));  \
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    x1 = (v4f32) __msa_insert_w((v4i32) x1,  3, *((int *)(x + 7 * inc_x)));  \
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#define SLOAD_X4_GP()                                                        \
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    x0 = (v4f32) __msa_insert_w((v4i32) tp0, 0, *((int *)(x + 0 * inc_x)));  \
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    x0 = (v4f32) __msa_insert_w((v4i32) x0,  1, *((int *)(x + 1 * inc_x)));  \
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    x0 = (v4f32) __msa_insert_w((v4i32) x0,  2, *((int *)(x + 2 * inc_x)));  \
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    x0 = (v4f32) __msa_insert_w((v4i32) x0,  3, *((int *)(x + 3 * inc_x)));  \
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#define SLOAD_X8_VECTOR()  LD_SP2(x, 4, x0, x1);
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#define SLOAD_X4_VECTOR()  x0 = LD_SP(x);
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#define SGEMV_T_MSA()                            \
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    for (j = (n >> 3); j--;)                     \
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    {                                            \
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        tp0 = zero;                              \
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        tp1 = zero;                              \
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        tp2 = zero;                              \
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        tp3 = zero;                              \
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        tp4 = zero;                              \
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        tp5 = zero;                              \
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        tp6 = zero;                              \
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        tp7 = zero;                              \
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                                                 \
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        k = 0;                                   \
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        x = srcx_org;                            \
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                                                 \
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        for (i = (m >> 3); i--;)                 \
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        {                                        \
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            SLOAD_X8();                          \
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            SGEMV_T_8x8();                       \
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                                                 \
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            x += 8 * inc_x;                      \
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            k += 8;                              \
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        }                                        \
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                                                 \
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        if (m & 4)                               \
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        {                                        \
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            SLOAD_X4();                          \
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            SGEMV_T_8x4();                       \
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                                                 \
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            x += 4 * inc_x;                      \
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            k += 4;                              \
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        }                                        \
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                                                 \
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        TRANSPOSE4x4_SP_SP(tp0, tp1, tp2, tp3,   \
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                           tp0, tp1, tp2, tp3);  \
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        TRANSPOSE4x4_SP_SP(tp4, tp5, tp6, tp7,   \
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                           tp4, tp5, tp6, tp7);  \
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        tp0 += tp1;                              \
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        tp0 += tp2;                              \
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        tp0 += tp3;                              \
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        tp4 += tp5;                              \
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        tp4 += tp6;                              \
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        tp4 += tp7;                              \
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                                                 \
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        temp0 = tp0[0];                          \
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        temp1 = tp0[1];                          \
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        temp2 = tp0[2];                          \
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        temp3 = tp0[3];                          \
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        temp4 = tp4[0];                          \
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        temp5 = tp4[1];                          \
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        temp6 = tp4[2];                          \
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        temp7 = tp4[3];                          \
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                                                 \
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        for (i = (m & 3); i--;)                  \
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        {                                        \
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            temp0 += pa0[k] * x[0];              \
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            temp1 += pa1[k] * x[0];              \
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            temp2 += pa2[k] * x[0];              \
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            temp3 += pa3[k] * x[0];              \
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            temp4 += pa4[k] * x[0];              \
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            temp5 += pa5[k] * x[0];              \
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            temp6 += pa6[k] * x[0];              \
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            temp7 += pa7[k] * x[0];              \
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                                                 \
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            x += inc_x;                          \
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            k++;                                 \
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        }                                        \
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                                                 \
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        res0 = y[0 * inc_y];                     \
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        res1 = y[1 * inc_y];                     \
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        res2 = y[2 * inc_y];                     \
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        res3 = y[3 * inc_y];                     \
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        res4 = y[4 * inc_y];                     \
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        res5 = y[5 * inc_y];                     \
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        res6 = y[6 * inc_y];                     \
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        res7 = y[7 * inc_y];                     \
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                                                 \
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        res0 += alpha * temp0;                   \
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        res1 += alpha * temp1;                   \
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        res2 += alpha * temp2;                   \
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        res3 += alpha * temp3;                   \
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        res4 += alpha * temp4;                   \
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        res5 += alpha * temp5;                   \
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        res6 += alpha * temp6;                   \
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        res7 += alpha * temp7;                   \
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                                                 \
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        y[0 * inc_y] = res0;                     \
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        y[1 * inc_y] = res1;                     \
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        y[2 * inc_y] = res2;                     \
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        y[3 * inc_y] = res3;                     \
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        y[4 * inc_y] = res4;                     \
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        y[5 * inc_y] = res5;                     \
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        y[6 * inc_y] = res6;                     \
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        y[7 * inc_y] = res7;                     \
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                                                 \
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        y += 8 * inc_y;                          \
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                                                 \
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        pa0 += 8 * lda;                          \
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        pa1 += 8 * lda;                          \
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        pa2 += 8 * lda;                          \
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        pa3 += 8 * lda;                          \
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        pa4 += 8 * lda;                          \
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        pa5 += 8 * lda;                          \
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        pa6 += 8 * lda;                          \
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        pa7 += 8 * lda;                          \
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    }                                            \
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                                                 \
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    if (n & 4)                                   \
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    {                                            \
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        tp0 = zero;                              \
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        tp1 = zero;                              \
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        tp2 = zero;                              \
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        tp3 = zero;                              \
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                                                 \
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        k = 0;                                   \
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        x = srcx_org;                            \
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                                                 \
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        for (i = (m >> 3); i--;)                 \
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        {                                        \
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            SLOAD_X8();                          \
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            SGEMV_T_4x8();                       \
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                                                 \
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            x += 8 * inc_x;                      \
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            k += 8;                              \
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        }                                        \
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                                                 \
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        if (m & 4)                               \
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        {                                        \
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            SLOAD_X4();                          \
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            SGEMV_T_4x4();                       \
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                                                 \
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            x += 4 * inc_x;                      \
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            k += 4;                              \
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        }                                        \
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                                                 \
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        TRANSPOSE4x4_SP_SP(tp0, tp1, tp2, tp3,   \
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                           tp0, tp1, tp2, tp3);  \
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        tp0 += tp1;                              \
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        tp0 += tp2;                              \
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        tp0 += tp3;                              \
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                                                 \
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        temp0 = tp0[0];                          \
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        temp1 = tp0[1];                          \
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        temp2 = tp0[2];                          \
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        temp3 = tp0[3];                          \
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                                                 \
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        for (i = (m & 3); i--;)                  \
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        {                                        \
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            temp0 += pa0[k] * x[0];              \
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            temp1 += pa1[k] * x[0];              \
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            temp2 += pa2[k] * x[0];              \
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            temp3 += pa3[k] * x[0];              \
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                                                 \
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            x += inc_x;                          \
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            k++;                                 \
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        }                                        \
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                                                 \
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        res0 = y[0 * inc_y];                     \
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        res1 = y[1 * inc_y];                     \
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        res2 = y[2 * inc_y];                     \
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        res3 = y[3 * inc_y];                     \
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                                                 \
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        res0 += alpha * temp0;                   \
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        res1 += alpha * temp1;                   \
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        res2 += alpha * temp2;                   \
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        res3 += alpha * temp3;                   \
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                                                 \
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        y[0 * inc_y] = res0;                     \
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        y[1 * inc_y] = res1;                     \
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        y[2 * inc_y] = res2;                     \
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        y[3 * inc_y] = res3;                     \
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                                                 \
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        y += 4 * inc_y;                          \
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                                                 \
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        pa0 += 4 * lda;                          \
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        pa1 += 4 * lda;                          \
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        pa2 += 4 * lda;                          \
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        pa3 += 4 * lda;                          \
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    }                                            \
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                                                 \
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    if (n & 2)                                   \
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    {                                            \
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        tp0 = zero;                              \
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        tp1 = zero;                              \
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                                                 \
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        k = 0;                                   \
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        x = srcx_org;                            \
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                                                 \
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        for (i = (m >> 3); i--;)                 \
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        {                                        \
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            SLOAD_X8();                          \
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            SGEMV_T_2x8();                       \
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                                                 \
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            x += 8 * inc_x;                      \
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            k += 8;                              \
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        }                                        \
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                                                 \
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        if (m & 4)                               \
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        {                                        \
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            SLOAD_X4();                          \
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            SGEMV_T_2x4();                       \
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                                                 \
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            x += 4 * inc_x;                      \
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            k += 4;                              \
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        }                                        \
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                                                 \
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        ILVRL_W2_SP(tp1, tp0, tp2, tp3);         \
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                                                 \
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        tp2 += tp3;                              \
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                                                 \
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        temp0 = tp2[0] + tp2[2];                 \
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        temp1 = tp2[1] + tp2[3];                 \
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                                                 \
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        for (i = (m & 3); i--;)                  \
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        {                                        \
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            temp0 += pa0[k] * x[0];              \
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            temp1 += pa1[k] * x[0];              \
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                                                 \
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            x += inc_x;                          \
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            k++;                                 \
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        }                                        \
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						|
                                                 \
 | 
						|
        res0 = y[0 * inc_y];                     \
 | 
						|
        res1 = y[1 * inc_y];                     \
 | 
						|
                                                 \
 | 
						|
        res0 += alpha * temp0;                   \
 | 
						|
        res1 += alpha * temp1;                   \
 | 
						|
                                                 \
 | 
						|
        y[0 * inc_y] = res0;                     \
 | 
						|
        y[1 * inc_y] = res1;                     \
 | 
						|
                                                 \
 | 
						|
        y += 2 * inc_y;                          \
 | 
						|
                                                 \
 | 
						|
        pa0 += 2 * lda;                          \
 | 
						|
        pa1 += 2 * lda;                          \
 | 
						|
    }                                            \
 | 
						|
                                                 \
 | 
						|
    if (n & 1)                                   \
 | 
						|
    {                                            \
 | 
						|
        temp0 = 0.0;                             \
 | 
						|
                                                 \
 | 
						|
        k = 0;                                   \
 | 
						|
        x = srcx_org;                            \
 | 
						|
                                                 \
 | 
						|
        for (i = m; i--;)                        \
 | 
						|
        {                                        \
 | 
						|
            temp0 += pa0[k] * x[0];              \
 | 
						|
                                                 \
 | 
						|
            x += inc_x;                          \
 | 
						|
            k++;                                 \
 | 
						|
        }                                        \
 | 
						|
                                                 \
 | 
						|
        y[0] += alpha * temp0;                   \
 | 
						|
        y += inc_y;                              \
 | 
						|
        pa0 += lda;                              \
 | 
						|
    }
 | 
						|
 | 
						|
int CNAME(BLASLONG m, BLASLONG n, BLASLONG dummy1, FLOAT alpha, FLOAT *A,
 | 
						|
          BLASLONG lda, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y,
 | 
						|
          FLOAT *buffer)
 | 
						|
{
 | 
						|
    BLASLONG i, j, k;
 | 
						|
    FLOAT *srcx_org = x;
 | 
						|
    FLOAT *pa0, *pa1, *pa2, *pa3, *pa4, *pa5, *pa6, *pa7;
 | 
						|
    FLOAT temp0, temp1, temp2, temp3, temp4, temp5, temp6, temp7;
 | 
						|
    FLOAT res0, res1, res2, res3, res4, res5, res6, res7;
 | 
						|
    v4f32 x0, x1;
 | 
						|
    v4f32 t0, t1, t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15;
 | 
						|
    v4f32 tp0, tp1, tp2, tp3, tp4, tp5, tp6, tp7;
 | 
						|
    v4f32 zero = {0};
 | 
						|
 | 
						|
    pa0 = A + 0 * lda;
 | 
						|
    pa1 = A + 1 * lda;
 | 
						|
    pa2 = A + 2 * lda;
 | 
						|
    pa3 = A + 3 * lda;
 | 
						|
    pa4 = A + 4 * lda;
 | 
						|
    pa5 = A + 5 * lda;
 | 
						|
    pa6 = A + 6 * lda;
 | 
						|
    pa7 = A + 7 * lda;
 | 
						|
 | 
						|
    if (1 == inc_x)
 | 
						|
    {
 | 
						|
        #define SLOAD_X8  SLOAD_X8_VECTOR
 | 
						|
        #define SLOAD_X4  SLOAD_X4_VECTOR
 | 
						|
 | 
						|
        SGEMV_T_MSA();
 | 
						|
 | 
						|
        #undef SLOAD_X8
 | 
						|
        #undef SLOAD_X4
 | 
						|
    }
 | 
						|
    else
 | 
						|
    {
 | 
						|
        #define SLOAD_X8  SLOAD_X8_GP
 | 
						|
        #define SLOAD_X4  SLOAD_X4_GP
 | 
						|
 | 
						|
        SGEMV_T_MSA();
 | 
						|
 | 
						|
        #undef SLOAD_X8
 | 
						|
        #undef SLOAD_X4
 | 
						|
    }
 | 
						|
 | 
						|
    return(0);
 | 
						|
}
 |